Gaussian distribution, also known as the normal distribution, is a fundamental concept in statistics and probability theory. Named after the mathematician Carl Friedrich Gauss, it describes the way data is distributed in a symmetrical bell-shaped curve. The Gaussian multivariate distribution …
In previous treatment on Bayesian Linear Regression (see previous blogpost here for details), we simply treat the parameters $\alpha, \beta$ that hyper-parameters that models the variance of $t$ and $w$, respectively. However, in this blog post, we will consider a …
The Evidence Approximation for Bayesian Linear Regression More details
As a machine learning practitioner, it is essential to stay updated with the latest research and advancements in the field. Reading research papers not only helps you gain a deeper understanding of the underlying concepts but also allows you to …
Papers to Read for Becoming a Better Machine Learning Practitioner More details
As a Machine Learning practitioner, it is crucial to stay updated with the latest research and advancements in the field. Reading research papers not only helps you gain a deeper understanding of the concepts but also allows you to implement …
Papers to Read to Enhance your Machine Learning Skills More details
